From 952b1332825275a5e400b4665c17d1111f776c7c Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Tue, 25 Nov 2025 21:23:00 +0000 Subject: [PATCH 01/11] DC-307 feat: Initial Integration of ingestion logic to CI/CD flow through Github Actions and Databricks Asset Bundles. --- .github/databricks-asset-bundle-deploy.yml | 55 +++ .gitignore | 18 + databricks.yml | 9 + pyproject.toml | 23 + resources/artifacts.yml | 9 + resources/jobs.yml | 27 ++ resources/unity_catalog.yml | 25 + src/migration_accelerator_package/__init__.py | 0 .../constants.py | 12 + src/migration_accelerator_package/main.py | 8 + src/migration_accelerator_package/snowpark.py | 459 ++++++++++++++++++ 11 files changed, 645 insertions(+) create mode 100644 .github/databricks-asset-bundle-deploy.yml create mode 100644 databricks.yml create mode 100644 pyproject.toml create mode 100644 resources/artifacts.yml create mode 100644 resources/jobs.yml create mode 100644 resources/unity_catalog.yml create mode 100644 src/migration_accelerator_package/__init__.py create mode 100644 src/migration_accelerator_package/constants.py create mode 100644 src/migration_accelerator_package/main.py create mode 100644 src/migration_accelerator_package/snowpark.py diff --git a/.github/databricks-asset-bundle-deploy.yml b/.github/databricks-asset-bundle-deploy.yml new file mode 100644 index 0000000..b3654a3 --- /dev/null +++ b/.github/databricks-asset-bundle-deploy.yml @@ -0,0 +1,55 @@ +name: Deploy Migration Accelerator through Databricks Asset Bundles + +on: + push: + branches: [ main, develop ] + pull_request: + branches: [ main, develop ] + types: [ opened, synchronize, reopened ] + workflow_dispatch: + +env: + DATABRICKS_HOST: ${{ secrets.DATABRICKS_HOST }} + DATABRICKS_CLIENT_ID: ${{ secrets.DATABRICKS_CLIENT_ID }} + DATABRICKS_CLIENT_SECRET: ${{ secrets.DATABRICKS_CLIENT_SECRET }} + DATABRICKS_AUTH_TYPE: oauth-m2m + POETRY_VERSION: "2.2.1" + PYTHON_VERSION: "3.12" + +jobs: + deploy-bundle: + runs-on: ubuntu-latest + + steps: + - name: Checkout code + uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: ${{ env.PYTHON_VERSION }} + + - name: Install pipx and Poetry + run: | + python -m pip install --upgrade pip pipx + pipx install poetry==${{ env.POETRY_VERSION }} + poetry --version + + - name: Install project dependencies + run: | + poetry install --no-interaction --no-ansi + + - name: Install Databricks CLI + uses: databricks/setup-cli@main + + - name: Validate bundle + run: | + databricks bundle validate + + - name: Deploy bundle + run: | + databricks bundle deploy -t dev + databricks bundle summary + databricks bundle resources diff --git a/.gitignore b/.gitignore index b7faf40..1e37f2c 100644 --- a/.gitignore +++ b/.gitignore @@ -82,6 +82,12 @@ target/ profile_default/ ipython_config.py +# IDE +.vscode/ +.idea/ +*.swp +*.swo + # pyenv # For a library or package, you might want to ignore these files since the code is # intended to run in multiple environments; otherwise, check them in: @@ -201,6 +207,18 @@ cython_debug/ .cursorignore .cursorindexingignore +# Databricks +.databricks/ +*.log + +# Logs +logs/ +*.log + +# Build artifacts +dist/ +build/ + # Marimo marimo/_static/ marimo/_lsp/ diff --git a/databricks.yml b/databricks.yml new file mode 100644 index 0000000..2845be0 --- /dev/null +++ b/databricks.yml @@ -0,0 +1,9 @@ +bundle: + name: migration-accelerator + +include: + - resources/*.yml + +targets: + dev: + default: true \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..de3bc85 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,23 @@ +[tool.poetry] +name = "migration_accelerator_package" +version = "0.0.1" +description = "Reusable python logic for Snowflake - Databricks Migration." +authors = ["Samuel Solarte samuel.solarte@qubika.com"] +packages = [{ include = "migration_accelerator_package", from = "src" }] + + +[tool.poetry.dependencies] +python = "^3.10" +requests = ">=2.31.0" +snowflake-connector-python>=3.0.0 +snowflake-snowpark-python>=1.0.0 +python-dotenv = ">=1.0.0" +databricks-sdk = "*" + + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" + +[tool.poetry.scripts] +migration-accelerator = "migration_accelerator_package.main:main" \ No newline at end of file diff --git a/resources/artifacts.yml b/resources/artifacts.yml new file mode 100644 index 0000000..64ff6fc --- /dev/null +++ b/resources/artifacts.yml @@ -0,0 +1,9 @@ +artifacts: + migration_accelerator_package: + type: whl + build: | + cd "$PROJECT_ROOT" + poetry build + path: ../ + + \ No newline at end of file diff --git a/resources/jobs.yml b/resources/jobs.yml new file mode 100644 index 0000000..855eda9 --- /dev/null +++ b/resources/jobs.yml @@ -0,0 +1,27 @@ +resources: + jobs: + snowflake_ingestion_job: + name: "snowflake_ingestion_job" + + permissions: + - level: CAN_MANAGE_RUN + group_name: migration-accelerator-devs + + + tasks: + - task_key: snowflake_ingestion_task + python_wheel_task: + entry_point: main + package_name: migration_accelerator_package + libraries: + - whl: ../dist/*.whl + + environments: + - environment_key: "serverless_wheel" + spec: + environment_version: "4" + dependencies: + - "../dist/*.whl" + + timeout_seconds: 3600 + max_concurrent_runs: 1 \ No newline at end of file diff --git a/resources/unity_catalog.yml b/resources/unity_catalog.yml new file mode 100644 index 0000000..ec78cac --- /dev/null +++ b/resources/unity_catalog.yml @@ -0,0 +1,25 @@ +variables: + catalog_name: + description: "The Unity Catalog in which the project will be contained." + default: "qubika_partner_solutions" + +resources: + schemas: + migration_accelerator: + name: migration_accelerator + catalog_name: ${var.catalog_name} + comment: Contains the Unity Catalog Resources pertaining to the Databricks Governance Migration Agent Accelerator + grants: + - principal: migration-accelerator-devs + privileges: + - ALL_PRIVILEGES + + volumes: + snowflake_artifacts_raw: + name: snowflake_artifacts_raw + schema_name: migration_accelerator + catalog_name: ${var.catalog_name} + comment: Contains the metadata of the extracted Snowflake artifacts in a raw JSON format. + + + diff --git a/src/migration_accelerator_package/__init__.py b/src/migration_accelerator_package/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/migration_accelerator_package/constants.py b/src/migration_accelerator_package/constants.py new file mode 100644 index 0000000..85a0bb9 --- /dev/null +++ b/src/migration_accelerator_package/constants.py @@ -0,0 +1,12 @@ +from enum import Enum + +class SnowflakeConfig(Enum): + SNOWFLAKE_ROLE = "SYSADMIN" + SNOWFLAKE_WAREHOUSE = "COMPUTE_WH" + SNOWFLAKE_DATABASE = "DATA_MIGRATION_DB" + SNOWFLAKE_SCHEMA = "DATA_MIGRATION_SCHEMA" + +class UnityCatalogConfig(Enum): + CATALOG = "qubika_partner_solutions" + SCHEMA = "migration_accelerator" + RAW_VOLUME = "snowflake_artifacts_raw" \ No newline at end of file diff --git a/src/migration_accelerator_package/main.py b/src/migration_accelerator_package/main.py new file mode 100644 index 0000000..8b5679c --- /dev/null +++ b/src/migration_accelerator_package/main.py @@ -0,0 +1,8 @@ +# src/migration_accelerator_package/main.py + +def main(): + """Main entry point for the Snowflake to Databricks Migration Accelerator package CLI.""" + print("Migration Accelerator package is running.") + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/src/migration_accelerator_package/snowpark.py b/src/migration_accelerator_package/snowpark.py new file mode 100644 index 0000000..56ed4cc --- /dev/null +++ b/src/migration_accelerator_package/snowpark.py @@ -0,0 +1,459 @@ +""" +Snowpark Object Reader +Reads all database objects from Snowflake using Snowpark API. +This script reads all objects defined in snowflake_test_objects.sql +""" + +import os +import json +from typing import Dict, List, Any, Optional +from snowflake.snowpark import Session +from snowflake.snowpark.functions import col +from databricks.sdk.runtime import dbutils +from migration_accelerator_package import constants + +def get_secret(secret_name): + """Retrieve secrets from Databricks secret scope""" + try: + return dbutils.secrets.get("migration-accelerator", secret_name) + except Exception as e: + # Fallback to environment variables for local development + return os.getenv(secret_name, "") + + +# Connection parameters from environment variables +SFLKaccount = get_secret('SNOWFLAKE_ACCOUNT') +SFLKuser = get_secret('SNOWFLAKE_USER') +SFLKpass = get_secret('SNOWFLAKE_PASSWORD') + +SFLKrole = constants.SnowflakeConfig.SNOWFLAKE_ROLE.value +SFLKwarehouse = constants.SnowflakeConfig.SNOWFLAKE_WAREHOUSE.value +SFLKdatabase = constants.SnowflakeConfig.SNOWFLAKE_DATABASE.value +SFLKschema = constants.SnowflakeConfig.SNOWFLAKE_SCHEMA.value + +SFLKregion = "" + +# Build connection parameters +connection_parameters = { + "account": SFLKaccount, + "user": SFLKuser, + "role": SFLKrole, + "password": SFLKpass, + "warehouse": SFLKwarehouse, + "database": SFLKdatabase, + "schema": SFLKschema +} + +# Add region if specified +if SFLKregion: + connection_parameters["region"] = SFLKregion + +# Validate required parameters +if not SFLKuser or not SFLKpass: + raise ValueError( + "Missing required environment variables. Please set SNOWFLAKE_USER and SNOWFLAKE_PASSWORD " + "in your .env file. See env.example for reference." + ) + + +class SnowparkObjectReader: + """Class to read all Snowflake database objects using Snowpark.""" + + def __init__(self, session: Session): + """Initialize with a Snowpark session.""" + self.session = session + self.database = SFLKdatabase + self.schema = SFLKschema + + def get_tables(self) -> List[Dict[str, Any]]: + """Get all tables in the schema.""" + query = f""" + SELECT + table_catalog as database_name, + table_schema as schema_name, + table_name, + table_type, + row_count, + bytes, + created, + last_altered, + comment + FROM information_schema.tables + WHERE table_schema = '{self.schema}' + AND table_type = 'BASE TABLE' + ORDER BY table_name + """ + result = self.session.sql(query).collect() + # Convert to dict and normalize keys (handle case sensitivity) + tables = [] + for row in result: + row_dict = dict(row.as_dict()) + # Normalize keys to lowercase for consistency + normalized = {k.lower(): v for k, v in row_dict.items()} + tables.append(normalized) + return tables + + def get_table_columns(self, table_name: str) -> List[Dict[str, Any]]: + """Get columns for a specific table.""" + query = f""" + SELECT + column_name, + data_type, + character_maximum_length, + numeric_precision, + numeric_scale, + is_nullable, + column_default, + comment + FROM information_schema.columns + WHERE table_schema = '{self.schema}' + AND table_name = '{table_name}' + ORDER BY ordinal_position + """ + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_views(self) -> List[Dict[str, Any]]: + """Get all views in the schema.""" + query = f""" + SELECT + table_catalog as database_name, + table_schema as schema_name, + table_name as view_name, + view_definition, + created, + comment + FROM information_schema.views + WHERE table_schema = '{self.schema}' + ORDER BY view_name + """ + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_procedures(self) -> List[Dict[str, Any]]: + """Get all stored procedures in the schema.""" + query = f""" + SELECT + procedure_catalog as database_name, + procedure_schema as schema_name, + procedure_name, + procedure_definition, + created, + last_altered, + comment + FROM information_schema.procedures + WHERE procedure_schema = '{self.schema}' + ORDER BY procedure_name + """ + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_functions(self) -> List[Dict[str, Any]]: + """Get all user-defined functions in the schema.""" + query = f""" + SELECT + function_catalog as database_name, + function_schema as schema_name, + function_name, + function_definition, + created, + last_altered, + comment + FROM information_schema.functions + WHERE function_schema = '{self.schema}' + ORDER BY function_name + """ + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_sequences(self) -> List[Dict[str, Any]]: + """Get all sequences in the schema.""" + # Use SHOW command for sequences as information_schema may not have all columns + query = f"SHOW SEQUENCES IN SCHEMA {self.database}.{self.schema}" + try: + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + except Exception as e: + # Fallback: try information_schema with basic columns only + print(f" āš  Warning: SHOW SEQUENCES failed, trying information_schema: {e}") + query = f""" + SELECT + sequence_catalog as database_name, + sequence_schema as schema_name, + sequence_name + FROM information_schema.sequences + WHERE sequence_schema = '{self.schema}' + ORDER BY sequence_name + """ + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_stages(self) -> List[Dict[str, Any]]: + """Get all stages in the schema.""" + # Use SHOW command for stages + query = f"SHOW STAGES IN SCHEMA {self.database}.{self.schema}" + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_file_formats(self) -> List[Dict[str, Any]]: + """Get all file formats in the schema.""" + query = f"SHOW FILE FORMATS IN SCHEMA {self.database}.{self.schema}" + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_tasks(self) -> List[Dict[str, Any]]: + """Get all tasks in the schema.""" + query = f"SHOW TASKS IN SCHEMA {self.database}.{self.schema}" + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_streams(self) -> List[Dict[str, Any]]: + """Get all streams in the schema.""" + query = f"SHOW STREAMS IN SCHEMA {self.database}.{self.schema}" + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_pipes(self) -> List[Dict[str, Any]]: + """Get all pipes in the schema.""" + query = f"SHOW PIPES IN SCHEMA {self.database}.{self.schema}" + result = self.session.sql(query).collect() + # Normalize keys to lowercase + return [{k.lower(): v for k, v in dict(row.as_dict()).items()} for row in result] + + def get_table_data(self, table_name: str, limit: Optional[int] = None) -> List[Dict[str, Any]]: + """Get data from a specific table.""" + query = f"SELECT * FROM {self.database}.{self.schema}.{table_name}" + if limit: + query += f" LIMIT {limit}" + result = self.session.sql(query).collect() + return [dict(row.as_dict()) for row in result] + + def get_all_objects(self) -> Dict[str, Any]: + """Get all database objects in one call.""" + print("\nšŸ“Š Reading all Snowflake objects using Snowpark...") + + objects = { + 'database': self.database, + 'schema': self.schema, + 'tables': self.get_tables(), + 'views': self.get_views(), + 'procedures': self.get_procedures(), + 'functions': self.get_functions(), + 'sequences': self.get_sequences(), + 'stages': self.get_stages(), + 'file_formats': self.get_file_formats(), + 'tasks': self.get_tasks(), + 'streams': self.get_streams(), + 'pipes': self.get_pipes(), + } + + # Add column details for each table + for table in objects['tables']: + # Handle both lowercase and uppercase keys + table_name = table.get('table_name') or table.get('TABLE_NAME') + if table_name: + table['columns'] = self.get_table_columns(table_name) + else: + print(f" āš  Warning: Could not find table_name in table object: {list(table.keys())}") + table['columns'] = [] + + # Add sample data for tables (limit to 10 rows each) + for table in objects['tables']: + try: + # Handle both lowercase and uppercase keys + table_name = table.get('table_name') or table.get('TABLE_NAME') + if table_name: + table['sample_data'] = self.get_table_data(table_name, limit=10) + else: + table['sample_data'] = "Error: table_name not found" + except Exception as e: + table['sample_data'] = f"Error retrieving data: {str(e)}" + + print(f"āœ“ Found {len(objects['tables'])} tables") + print(f"āœ“ Found {len(objects['views'])} views") + print(f"āœ“ Found {len(objects['procedures'])} procedures") + print(f"āœ“ Found {len(objects['functions'])} functions") + print(f"āœ“ Found {len(objects['sequences'])} sequences") + print(f"āœ“ Found {len(objects['stages'])} stages") + print(f"āœ“ Found {len(objects['file_formats'])} file formats") + print(f"āœ“ Found {len(objects['tasks'])} tasks") + print(f"āœ“ Found {len(objects['streams'])} streams") + print(f"āœ“ Found {len(objects['pipes'])} pipes") + + return objects + + def save_to_json(self, output_file: str = 'snowflake_objects_snowpark.json'): + """Save all objects to a JSON file in Unity Catalog Volume using dbutils.""" + objects = self.get_all_objects() + + # Convert objects to JSON string + json_data = json.dumps(objects, indent=2, default=str) + + # Define the volume path + volume_path = f"/Volumes/{constants.UnityCatalogConfig.CATALOG.value}/{constants.UnityCatalogConfig.SCHEMA.value}/{constants.UnityCatalogConfig.RAW_VOLUME.value}/{output_file}" + + # Write using dbutils + dbutils.fs.put(volume_path, json_data, overwrite=True) + + print(f"\nāœ“ Saved all objects to Unity Catalog Volume: {volume_path}") + + def object_exists(self, object_name: str, object_type: str = 'TABLE') -> bool: + """Check if an object exists in the schema.""" + try: + if object_type.upper() == 'TABLE': + query = f""" + SELECT COUNT(*) as cnt + FROM information_schema.tables + WHERE table_schema = '{self.schema}' + AND table_name = '{object_name.upper()}' + AND table_type = 'BASE TABLE' + """ + elif object_type.upper() == 'VIEW': + query = f""" + SELECT COUNT(*) as cnt + FROM information_schema.views + WHERE table_schema = '{self.schema}' + AND table_name = '{object_name.upper()}' + """ + else: + return False + + result = self.session.sql(query).collect() + return result[0][0] > 0 + except Exception: + return False + + def query_specific_objects(self): + """Query the specific test objects from snowflake_test_objects.sql""" + print("\nšŸ” Querying specific test objects...") + print(" (Note: Objects must be created first by running snowflake_test_objects.sql)") + + results = {} + + # Query tables + table_names = ['data_migration_source', 'data_migration_target'] + for table_name in table_names: + try: + if self.object_exists(table_name, 'TABLE'): + print(f" - Querying {table_name} table...") + table = self.session.table(f'{self.database}.{self.schema}.{table_name}') + data = table.collect() + results[table_name] = [dict(row.as_dict()) for row in data] + print(f" āœ“ Found {len(results[table_name])} rows") + else: + print(f" - āš  {table_name} table does not exist (run snowflake_test_objects.sql to create it)") + results[table_name] = None + except Exception as e: + print(f" āœ— Error querying {table_name}: {str(e)[:100]}") + results[table_name] = None + + # Query views + view_names = [ + 'data_migration_active_sources', + 'data_migration_summary', + 'data_migration_status_ranked', + 'data_migration_monthly_summary' + ] + + for view_name in view_names: + try: + if self.object_exists(view_name, 'VIEW'): + print(f" - Querying {view_name} view...") + view = self.session.table(f'{self.database}.{self.schema}.{view_name}') + data = view.collect() + results[view_name] = [dict(row.as_dict()) for row in data] + print(f" āœ“ Found {len(results[view_name])} rows") + else: + print(f" - āš  {view_name} view does not exist (run snowflake_test_objects.sql to create it)") + results[view_name] = None + except Exception as e: + error_msg = str(e) + if "does not exist" in error_msg or "not authorized" in error_msg: + print(f" - āš  {view_name} view does not exist or not authorized") + else: + print(f" āœ— Error querying {view_name}: {error_msg[:100]}") + results[view_name] = None + + return results + + +def main(): + """Main function to demonstrate usage.""" + session = None + try: + print("=" * 60) + print("SNOWPARK OBJECT READER") + print("=" * 60) + print(f"Connecting to Snowflake account: {SFLKaccount}") + print(f"User: {SFLKuser}") + print(f"Database: {SFLKdatabase}, Schema: {SFLKschema}") + if SFLKwarehouse: + print(f"Warehouse: {SFLKwarehouse}") + if SFLKregion: + print(f"Region: {SFLKregion}") + + # Create Snowpark session + session = Session.builder.configs(connection_parameters).create() + print("āœ“ Successfully connected to Snowflake using Snowpark") + + # Test connection + version = session.sql("SELECT CURRENT_VERSION()").collect()[0][0] + print(f"āœ“ Snowflake version: {version}") + + # Create reader + reader = SnowparkObjectReader(session) + + # Get all objects + objects = reader.get_all_objects() + + # Print summary + print("\n" + "=" * 60) + print("SNOWFLAKE OBJECTS SUMMARY") + print("=" * 60) + print(json.dumps({ + 'database': objects['database'], + 'schema': objects['schema'], + 'counts': { + 'tables': len(objects['tables']), + 'views': len(objects['views']), + 'procedures': len(objects['procedures']), + 'functions': len(objects['functions']), + 'sequences': len(objects['sequences']), + 'stages': len(objects['stages']), + 'file_formats': len(objects['file_formats']), + 'tasks': len(objects['tasks']), + 'streams': len(objects['streams']), + 'pipes': len(objects['pipes']), + } + }, indent=2)) + + # Query specific test objects + test_objects = reader.query_specific_objects() + + # Save to JSON file + reader.save_to_json() + + print("\nāœ“ All operations completed successfully!") + + except Exception as e: + print(f"\nāœ— Error: {e}") + import traceback + traceback.print_exc() + finally: + if session: + session.close() + print("\nāœ“ Session closed") + + +if __name__ == '__main__': + main() From c0a5acd27c330f73336beb69093aba7a1ee00bca Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Tue, 25 Nov 2025 21:33:27 +0000 Subject: [PATCH 02/11] DC-307 fix: Placed Github Actions deployment file in the correct place. --- .github/{ => workflows}/databricks-asset-bundle-deploy.yml | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename .github/{ => workflows}/databricks-asset-bundle-deploy.yml (100%) diff --git a/.github/databricks-asset-bundle-deploy.yml b/.github/workflows/databricks-asset-bundle-deploy.yml similarity index 100% rename from .github/databricks-asset-bundle-deploy.yml rename to .github/workflows/databricks-asset-bundle-deploy.yml From 6082dd01cd6d6e12449a30e4837fdf1c4364ca6a Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Tue, 25 Nov 2025 21:36:20 +0000 Subject: [PATCH 03/11] DC-307 feat: Fixed dependency definition in pyproject.toml --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index de3bc85..a6715d9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,8 +9,8 @@ packages = [{ include = "migration_accelerator_package", from = "src" }] [tool.poetry.dependencies] python = "^3.10" requests = ">=2.31.0" -snowflake-connector-python>=3.0.0 -snowflake-snowpark-python>=1.0.0 +snowflake-connector-python = ">=3.0.0" +snowflake-snowpark-python = ">=1.0.0" python-dotenv = ">=1.0.0" databricks-sdk = "*" From 40ac492f144e8b5815a66d5308f6f04100939ea7 Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Tue, 25 Nov 2025 21:38:47 +0000 Subject: [PATCH 04/11] DC-307 fix: Changed Python version for snowpark compatibility. --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index a6715d9..dd4c7a0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,7 +7,7 @@ packages = [{ include = "migration_accelerator_package", from = "src" }] [tool.poetry.dependencies] -python = "^3.10" +python = ">=3.11,<3.12" requests = ">=2.31.0" snowflake-connector-python = ">=3.0.0" snowflake-snowpark-python = ">=1.0.0" From 4ccb7a535109220e520f4a2474bcee3a7d2c441d Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Tue, 25 Nov 2025 21:41:12 +0000 Subject: [PATCH 05/11] DC-307 fix: Change Python Version in Github Actions --- .github/workflows/databricks-asset-bundle-deploy.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/databricks-asset-bundle-deploy.yml b/.github/workflows/databricks-asset-bundle-deploy.yml index b3654a3..2a154cb 100644 --- a/.github/workflows/databricks-asset-bundle-deploy.yml +++ b/.github/workflows/databricks-asset-bundle-deploy.yml @@ -14,7 +14,7 @@ env: DATABRICKS_CLIENT_SECRET: ${{ secrets.DATABRICKS_CLIENT_SECRET }} DATABRICKS_AUTH_TYPE: oauth-m2m POETRY_VERSION: "2.2.1" - PYTHON_VERSION: "3.12" + PYTHON_VERSION: "3.11" jobs: deploy-bundle: From cf8142a9b39bb870e9512c68a56f09f1e30171d5 Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Tue, 25 Nov 2025 21:44:08 +0000 Subject: [PATCH 06/11] DC-307 feat: Set environment to task. --- resources/jobs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/resources/jobs.yml b/resources/jobs.yml index 855eda9..ea4f550 100644 --- a/resources/jobs.yml +++ b/resources/jobs.yml @@ -15,6 +15,7 @@ resources: package_name: migration_accelerator_package libraries: - whl: ../dist/*.whl + environment_key: "serverless_wheel" environments: - environment_key: "serverless_wheel" From 0d2c381ad8445a7672b05e2c9c2d17f408c09493 Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Wed, 26 Nov 2025 14:26:10 +0000 Subject: [PATCH 07/11] S --- resources/jobs.yml | 2 -- 1 file changed, 2 deletions(-) diff --git a/resources/jobs.yml b/resources/jobs.yml index ea4f550..02f8978 100644 --- a/resources/jobs.yml +++ b/resources/jobs.yml @@ -13,8 +13,6 @@ resources: python_wheel_task: entry_point: main package_name: migration_accelerator_package - libraries: - - whl: ../dist/*.whl environment_key: "serverless_wheel" environments: From 4b09140dc27e19e6a37e1f056bebfcdedfc20ee2 Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Wed, 26 Nov 2025 15:09:06 +0000 Subject: [PATCH 08/11] DC-307 feat: Set up Snowpark version compatible with Python 3.12 --- .github/workflows/databricks-asset-bundle-deploy.yml | 2 +- pyproject.toml | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/databricks-asset-bundle-deploy.yml b/.github/workflows/databricks-asset-bundle-deploy.yml index 2a154cb..b3654a3 100644 --- a/.github/workflows/databricks-asset-bundle-deploy.yml +++ b/.github/workflows/databricks-asset-bundle-deploy.yml @@ -14,7 +14,7 @@ env: DATABRICKS_CLIENT_SECRET: ${{ secrets.DATABRICKS_CLIENT_SECRET }} DATABRICKS_AUTH_TYPE: oauth-m2m POETRY_VERSION: "2.2.1" - PYTHON_VERSION: "3.11" + PYTHON_VERSION: "3.12" jobs: deploy-bundle: diff --git a/pyproject.toml b/pyproject.toml index dd4c7a0..3849065 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,10 +7,10 @@ packages = [{ include = "migration_accelerator_package", from = "src" }] [tool.poetry.dependencies] -python = ">=3.11,<3.12" +python = ">=3.11" requests = ">=2.31.0" snowflake-connector-python = ">=3.0.0" -snowflake-snowpark-python = ">=1.0.0" +snowflake-snowpark-python = ">=1.9.0" python-dotenv = ">=1.0.0" databricks-sdk = "*" From 42bee0792947f142199a7a651ffc3e9582d74bf9 Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Wed, 26 Nov 2025 15:27:39 +0000 Subject: [PATCH 09/11] DC-307 fix: Bump python version --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 3849065..19cfa93 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,7 +7,7 @@ packages = [{ include = "migration_accelerator_package", from = "src" }] [tool.poetry.dependencies] -python = ">=3.11" +python = ">=3.12" requests = ">=2.31.0" snowflake-connector-python = ">=3.0.0" snowflake-snowpark-python = ">=1.9.0" From 1e08098dc3606ba1b98c689c3100b69002ac7e63 Mon Sep 17 00:00:00 2001 From: Samuel Solarte Date: Wed, 26 Nov 2025 10:39:51 -0500 Subject: [PATCH 10/11] DC-307: Add poetry lock --- poetry.lock | 1012 ++++++++++++++++++++++++++++++++++++++++++++++++ pyproject.toml | 4 +- 2 files changed, 1014 insertions(+), 2 deletions(-) create mode 100644 poetry.lock diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..5569ea4 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,1012 @@ +# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. + +[[package]] +name = "asn1crypto" 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+migration-accelerator = "migration_accelerator_package.main:main" From 4a25bb550fb7e0742bcd1cf8db8675ab2eba3e3a Mon Sep 17 00:00:00 2001 From: "samuel.solarte@qubika.com" Date: Wed, 26 Nov 2025 16:24:38 +0000 Subject: [PATCH 11/11] DC-307 feat: Exposed entrypoint for snowpark.py module --- pyproject.toml | 2 ++ resources/jobs.yml | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 512af86..b91332f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,3 +21,5 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.scripts] migration-accelerator = "migration_accelerator_package.main:main" +snowpark-reader = "migration_accelerator_package.snowpark:main" + diff --git a/resources/jobs.yml b/resources/jobs.yml index 02f8978..f344585 100644 --- a/resources/jobs.yml +++ b/resources/jobs.yml @@ -11,7 +11,7 @@ resources: tasks: - task_key: snowflake_ingestion_task python_wheel_task: - entry_point: main + entry_point: snowpark-reader package_name: migration_accelerator_package environment_key: "serverless_wheel"